diff --git a/docs/index.md b/docs/index.md
index fb6d56ff..f1d24905 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -11,6 +11,7 @@ lastpage:
 introduction/install
 introduction/api
 wrappers/wrappers
+wrappers/vector_wrappers
 examples/morl_baselines
 ```
 
diff --git a/docs/wrappers/vector_wrappers.md b/docs/wrappers/vector_wrappers.md
new file mode 100644
index 00000000..ade24022
--- /dev/null
+++ b/docs/wrappers/vector_wrappers.md
@@ -0,0 +1,20 @@
+---
+title: "Vector Wrappers"
+---
+
+# Vector Wrappers
+
+Similar to the normal wrappers, MO-Gymnasium provides a few wrappers that are specifically designed to work with vectorized environments. They are all available directly from the `mo_gymnasium.wrappers.vector` module.
+
+
+## `MOSyncVectorEnv`
+
+```{eval-rst}
+.. autoclass:: mo_gymnasium.wrappers.vector.MOSyncVectorEnv
+```
+
+## `MORecordEpisodeStatistics`
+
+```{eval-rst}
+.. autoclass:: mo_gymnasium.wrappers.vector.MORecordEpisodeStatistics
+```
diff --git a/docs/wrappers/wrappers.md b/docs/wrappers/wrappers.md
index 5d6bd55d..acf2ab56 100644
--- a/docs/wrappers/wrappers.md
+++ b/docs/wrappers/wrappers.md
@@ -4,7 +4,7 @@ title: "Wrappers"
 
 # Wrappers
 
-A few wrappers inspired from Gymnasium's wrappers are available in MO-Gymnasium. They are all available directly from the `mo_gymnasium` module.
+A few wrappers inspired from Gymnasium's wrappers are available in MO-Gymnasium. They are all available directly from the `mo_gymnasium.wrappers` module.
 
 
 ## `LinearReward`
@@ -26,14 +26,14 @@ A few wrappers inspired from Gymnasium's wrappers are available in MO-Gymnasium.
 .. autoclass:: mo_gymnasium.wrappers.MOClipReward
 ```
 
-## `MOSyncVectorEnv`
+## `MORecordEpisodeStatistics`
 
 ```{eval-rst}
-.. autoclass:: mo_gymnasium.wrappers.MOSyncVectorEnv
+.. autoclass:: mo_gymnasium.wrappers.MORecordEpisodeStatistics
 ```
 
-## `MORecordEpisodeStatistics`
+## `MOMaxAndSkipObservation`
 
 ```{eval-rst}
-.. autoclass:: mo_gymnasium.wrappers.MORecordEpisodeStatistics
+.. autoclass:: mo_gymnasium.wrappers.MOMaxAndSkipObservation
 ```
diff --git a/mo_gymnasium/__init__.py b/mo_gymnasium/__init__.py
index f49af753..a238e5cd 100644
--- a/mo_gymnasium/__init__.py
+++ b/mo_gymnasium/__init__.py
@@ -2,6 +2,7 @@
 
 # Envs
 import mo_gymnasium.envs
+from mo_gymnasium import wrappers
 
 # Utils
 from mo_gymnasium.utils import make
diff --git a/mo_gymnasium/wrappers/__init__.py b/mo_gymnasium/wrappers/__init__.py
index e77291a4..274241a0 100644
--- a/mo_gymnasium/wrappers/__init__.py
+++ b/mo_gymnasium/wrappers/__init__.py
@@ -1,5 +1,6 @@
 """Contains all wrappers (vectors or not)."""
 
+from mo_gymnasium.wrappers import vector
 from mo_gymnasium.wrappers.wrappers import (
     LinearReward,
     MOClipReward,